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Kelnux/Qwen3-8B-seo-uczciweseo-GGUF

sourceHugging Faceapache-2.0updated 8mo agoView on Hugging Face
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Qwen3-8B SEO Uczciwe SEO - GGUF

Fine-tuned Qwen3-8B model specialized in SEO knowledge and Uczciwe SEO (uczciweseo.pl) domain expertise.

Available Quantizations

FileQuantSizeDescription
Qwen3-8B-seo-uczciweseo-Q4KM.ggufQ4KM4.7 GBRecommended - Best balance of quality and size
Qwen3-8B-seo-uczciweseo-Q5KM.ggufQ5KM5.4 GBHigher quality, slightly larger
Qwen3-8B-seo-uczciweseo-Q8_0.ggufQ8_08.1 GBNear-lossless quality
Qwen3-8B-seo-uczciweseo-f16.ggufF1615.3 GBFull precision (no quantization)

Model Details

  • —Base model: Qwen/Qwen3-8B
  • —Fine-tuning: LoRA (r=8, alpha=16) on Apple Silicon MPS
  • —Dataset: 1,199 examples (70% domain + 30% bilingual SEO)
  • —Training: 1 epoch, 68 steps, ~7.3 hours
  • —Languages: Polish, English
  • —Uses ChatML template with /no_think mode

Capabilities

  • —SEO knowledge (technical, on-page, off-page, local)
  • —Uczciwe SEO brand and offer knowledge
  • —Google Ads, Bing Ads, AI SEO, CRO
  • —Bilingual (PL/EN) responses
  • —Hallucination resistance

Test Results (28 questions)

CategoryScore
SEO English100%
Hallucination Resistance100%
Cross-language88%
SEO Polish60%
Brand Knowledge52%
Overall66%